Without a large amount of copper present in the system, sulphur components found in the yeast cells will make their way into the final spirit, creating off colours and very undesirable flavours.
Copper acts as a catalyst for these sulphur components to react into hydrogen sulphate and when this happens these flavours and off colours do not ruin the final spirit.